Triple

T13948854
Position Surface form Disambiguated ID Type / Status
Subject Walker County, Georgia E335461 entity
Predicate hasMajorHighway P385 FINISHED
Object Georgia State Route 193
Georgia State Route 193 is a state highway in northwest Georgia that runs through rural areas of Walker County, connecting local communities and providing access to nearby regional routes.
 E1078882 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Georgia State Route 193 | Statement: [Walker County, Georgia, hasMajorHighway, Georgia State Route 193]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 193
Context triple: [Walker County, Georgia, hasMajorHighway, Georgia State Route 193]
  • A. Georgia State Route 195
    Georgia State Route 195 is a state highway in southwestern Georgia that provides a regional north–south connection through rural areas including Sumter County.
  • B. Georgia State Route 19
    Georgia State Route 19 is a primary north–south state highway in central Georgia that connects several communities and counties, including Laurens County, and serves as an important regional transportation corridor.
  • C. Georgia State Route 169
    Georgia State Route 169 is a state highway in southeastern Georgia that connects rural communities as part of the regional transportation network.
  • D. Georgia State Route 93
    Georgia State Route 93 is a state highway in southwestern Georgia that connects the city of Cairo with several nearby communities and regional routes.
  • E. Georgia State Route 139
    Georgia State Route 139 is a state highway in the Atlanta metropolitan area that connects several communities in western Georgia, including Mableton.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Georgia State Route 193
Triple: [Walker County, Georgia, hasMajorHighway, Georgia State Route 193]
Generated description
Georgia State Route 193 is a state highway in northwest Georgia that runs through rural areas of Walker County, connecting local communities and providing access to nearby regional routes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Georgia State Route 193
Target entity description: Georgia State Route 193 is a state highway in northwest Georgia that runs through rural areas of Walker County, connecting local communities and providing access to nearby regional routes.
  • A. Georgia State Route 195
    Georgia State Route 195 is a state highway in southwestern Georgia that provides a regional north–south connection through rural areas including Sumter County.
  • B. Georgia State Route 19
    Georgia State Route 19 is a primary north–south state highway in central Georgia that connects several communities and counties, including Laurens County, and serves as an important regional transportation corridor.
  • C. Georgia State Route 169
    Georgia State Route 169 is a state highway in southeastern Georgia that connects rural communities as part of the regional transportation network.
  • D. Georgia State Route 93
    Georgia State Route 93 is a state highway in southwestern Georgia that connects the city of Cairo with several nearby communities and regional routes.
  • E. Georgia State Route 139
    Georgia State Route 139 is a state highway in the Atlanta metropolitan area that connects several communities in western Georgia, including Mableton.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d81c6081b88190b53e317c3370c8fe completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2e12171c8190b95746bdd4845def completed April 14, 2026, 12:07 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcb64df57c8190bc402c5ec268eaac completed May 7, 2026, 3:57 p.m.
NEDg Description generation batch_69fcc7ff58d88190bf568e5200e114b5 completed May 7, 2026, 5:12 p.m.
NED2 Entity disambiguation (via description) batch_69fcc9be3f448190b2edd96c4159f923 completed May 7, 2026, 5:19 p.m.
Created at: April 9, 2026, 10:17 p.m.